Overview

Dataset Statistics

Number of Variables 47
Number of Rows 17576
Missing Cells 21782
Missing Cells (%) 2.6%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 3.3 MB
Average Row Size in Memory 196.0 B
Variable Types
  • DateTime: 2
  • Numerical: 36
  • Categorical: 9

Dataset Insights

fresh_snow_1h:cm and fresh_snow_3h:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_1h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_1h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
fresh_snow_3h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_6h:cm and snow_depth:cm have similar distributions Similar Distribution
msl_pressure:hPa and sfc_pressure:hPa have similar distributions Similar Distribution
precip_5min:mm and prob_rime:p have similar distributions Similar Distribution
precip_5min:mm and snow_melt_10min:mm have similar distributions Similar Distribution
prob_rime:p and snow_melt_10min:mm have similar distributions Similar Distribution
ceiling_height_agl:m has 3919 (22.3%) missing values Missing
cloud_base_agl:m has 2094 (11.91%) missing values Missing
snow_density:kgm3 has 15769 (89.72%) missing values Missing
clear_sky_energy_1h:J is skewed Skewed
clear_sky_rad:W is skewed Skewed
cloud_base_agl:m is skewed Skewed
diffuse_rad:W is skewed Skewed
diffuse_rad_1h:J is skewed Skewed
direct_rad:W is skewed Skewed
direct_rad_1h:J is skewed Skewed
effective_cloud_cover:p is skewed Skewed
fresh_snow_12h:cm is skewed Skewed
fresh_snow_1h:cm is skewed Skewed
fresh_snow_24h:cm is skewed Skewed
fresh_snow_3h:cm is skewed Skewed
fresh_snow_6h:cm is skewed Skewed
precip_5min:mm is skewed Skewed
prob_rime:p is skewed Skewed
snow_depth:cm is skewed Skewed
snow_melt_10min:mm is skewed Skewed
snow_water:kgm2 is skewed Skewed
super_cooled_liquid_water:kgm2 is skewed Skewed
total_cloud_cover:p is skewed Skewed
elevation:m has constant value "6.0" Constant
snow_density:kgm3 has constant value "250.0" Constant
snow_drift:idx has constant value "0.0" Constant
elevation:m has constant length 3 Constant Length
is_day:idx has constant length 3 Constant Length
is_in_shadow:idx has constant length 3 Constant Length
precip_type_5min:idx has constant length 3 Constant Length
snow_density:kgm3 has constant length 5 Constant Length
snow_drift:idx has constant length 3 Constant Length
sun_elevation:d has 11438 (65.08%) negatives Negatives
wind_speed_u_10m:ms has 9512 (54.12%) negatives Negatives
wind_speed_v_10m:ms has 4742 (26.98%) negatives Negatives
clear_sky_energy_1h:J has 10706 (60.91%) zeros Zeros
clear_sky_rad:W has 11440 (65.09%) zeros Zeros
diffuse_rad:W has 11442 (65.1%) zeros Zeros
diffuse_rad_1h:J has 10706 (60.91%) zeros Zeros
direct_rad:W has 12776 (72.69%) zeros Zeros
direct_rad_1h:J has 11955 (68.02%) zeros Zeros
effective_cloud_cover:p has 959 (5.46%) zeros Zeros
fresh_snow_12h:cm has 14750 (83.92%) zeros Zeros
fresh_snow_1h:cm has 16754 (95.32%) zeros Zeros
fresh_snow_24h:cm has 13564 (77.17%) zeros Zeros
fresh_snow_3h:cm has 16220 (92.28%) zeros Zeros
fresh_snow_6h:cm has 15621 (88.88%) zeros Zeros
precip_5min:mm has 16799 (95.58%) zeros Zeros
prob_rime:p has 17050 (97.01%) zeros Zeros
snow_depth:cm has 15769 (89.72%) zeros Zeros
snow_melt_10min:mm has 17281 (98.32%) zeros Zeros
snow_water:kgm2 has 12396 (70.53%) zeros Zeros
super_cooled_liquid_water:kgm2 has 14266 (81.17%) zeros Zeros
total_cloud_cover:p has 956 (5.44%) zeros Zeros
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7

Variables


date_calc

datetime

Distinct Count 184.2588
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-27 07:00:18
Maximum 2023-04-29 07:00:05

date_forecast

datetime

Distinct Count 17571.4878
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-28 22:00:00
Maximum 2023-04-30 23:45:00

absolute_humidity_2m:gm3

numerical

Approximate Distinct Count 79
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 4.0924
Minimum 1
Maximum 8.8
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • absolute_humidity_2m:gm3 is skewed right (γ1 = 0.38580000400543213)

Quantile Statistics

Minimum 1
5-th Percentile 1.8
Q1 3
Median 3.9
Q3 5.1
95-th Percentile 6.9
Maximum 8.8
Range 7.8
IQR 2.1

Descriptive Statistics

Mean 4.0924
Standard Deviation 1.5111501
Variance 2.2836
Sum 71928.6953
Skewness 0.3858
Kurtosis -0.3155
Coefficient of Variation 0.3693
  • absolute_humidity_2m:gm3 has 66 outliers

air_density_2m:kgm3

numerical

Approximate Distinct Count 162
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1.2817
Minimum 1.212
Maximum 1.374
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • air_density_2m:kgm3 is skewed right (γ1 = 0.40299999713897705)

Quantile Statistics

Minimum 1.212
5-th Percentile 1.234
Q1 1.262
Median 1.279
Q3 1.301
95-th Percentile 1.338
Maximum 1.374
Range 0.162
IQR 0.039

Descriptive Statistics

Mean 1.2817
Standard Deviation 0.030050253
Variance 0.00090302
Sum 22527.9688
Skewness 0.403
Kurtosis 0.04253
Coefficient of Variation 0.02344
  • air_density_2m:kgm3 has 217 outliers

ceiling_height_agl:m

numerical

Approximate Distinct Count 10832
Approximate Unique (%) 79.3%
Missing 3919
Missing (%) 22.3%
Infinite 0
Infinite (%) 0.0%
Memory Size 160.0 KB
Mean 3257.4595
Minimum 27.9
Maximum 12307.7002
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ceiling_height_agl:m is skewed right (γ1 = 0.8483999967575073)

Quantile Statistics

Minimum 27.9
5-th Percentile 54.38
Q1 1185.5
Median 2750
Q3 4775.5
95-th Percentile 8178.9
Maximum 12307.7002
Range 12279.8002
IQR 3590

Descriptive Statistics

Mean 3257.4595
Standard Deviation 2501.7983
Variance 6.259e+06
Sum 4.4487e+07
Skewness 0.8484
Kurtosis 0.0863
Coefficient of Variation 0.768
  • ceiling_height_agl:m has 133 outliers

clear_sky_energy_1h:J

numerical

Approximate Distinct Count 6863
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 237126.3505
Minimum 0
Maximum 2.556e+06
Zeros 10706
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_energy_1h:J is skewed right (γ1 = 2.5250000953674316)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 137487.3555
95-th Percentile 1.5899e+06
Maximum 2.556e+06
Range 2.556e+06
IQR 137487.3555

Descriptive Statistics

Mean 237126.3505
Standard Deviation 517343.47
Variance 2.6764e+11
Sum 4.1677e+09
Skewness 2.525
Kurtosis 5.6469
Coefficient of Variation 2.1817
  • clear_sky_energy_1h:J is not normally distributed (p-value 5.723091092922254e-25)
  • clear_sky_energy_1h:J has 3259 outliers

clear_sky_rad:W

numerical

Approximate Distinct Count 3270
Approximate Unique (%) 18.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 65.8682
Minimum 0
Maximum 711.6
Zeros 11440
Zeros (%) 65.1%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_rad:W is skewed right (γ1 = 2.524199962615967)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 37.4
95-th Percentile 442.75
Maximum 711.6
Range 711.6
IQR 37.4

Descriptive Statistics

Mean 65.8682
Standard Deviation 144.16289
Variance 20782.9382
Sum 1.1577e+06
Skewness 2.5242
Kurtosis 5.6393
Coefficient of Variation 2.1887
  • clear_sky_rad:W is not normally distributed (p-value 5.728736019499772e-25)
  • clear_sky_rad:W has 3287 outliers

cloud_base_agl:m

numerical

Approximate Distinct Count 11280
Approximate Unique (%) 72.9%
Missing 2094
Missing (%) 11.9%
Infinite 0
Infinite (%) 0.0%
Memory Size 181.4 KB
Mean 1575.233
Minimum 27.8
Maximum 10813.7002
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • cloud_base_agl:m is skewed right (γ1 = 2.1082000732421875)

Quantile Statistics

Minimum 27.8
5-th Percentile 53.81
Q1 497.525
Median 935.75
Q3 1919.6
95-th Percentile 5263.8852
Maximum 10813.7002
Range 10785.9002
IQR 1422.075

Descriptive Statistics

Mean 1575.233
Standard Deviation 1718.795
Variance 2.9543e+06
Sum 2.4388e+07
Skewness 2.1082
Kurtosis 4.8461
Coefficient of Variation 1.0911
  • cloud_base_agl:m is not normally distributed (p-value 1.0054011190590406e-08)
  • cloud_base_agl:m has 1498 outliers

dew_or_rime:idx

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 32.7 times larger than the second largest value (1.0)

Length

Mean 3.0201
Standard Deviation 0.1403
Median 3
Minimum 3
Maximum 4

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 353
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 19.34 times larger than the second largest value (10)

dew_point_2m:K

numerical

Approximate Distinct Count 275
Approximate Unique (%) 1.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 270.2223
Minimum 254.7
Maximum 282.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • dew_point_2m:K is skewed left (γ1 = -0.2946999967098236)

Quantile Statistics

Minimum 254.7
5-th Percentile 260.7
Q1 266.8
Median 270.4
Q3 273.9
95-th Percentile 278.4
Maximum 282.1
Range 27.4
IQR 7.1

Descriptive Statistics

Mean 270.2223
Standard Deviation 5.215952
Variance 27.2062
Sum 4.7494e+06
Skewness -0.2947
Kurtosis -0.337
Coefficient of Variation 0.0193
  • dew_point_2m:K has 86 outliers

diffuse_rad:W

numerical

Approximate Distinct Count 1798
Approximate Unique (%) 10.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 22.8364
Minimum 0
Maximum 300.5
Zeros 11442
Zeros (%) 65.1%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad:W is skewed right (γ1 = 2.496500015258789)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 22.9
95-th Percentile 126.9
Maximum 300.5
Range 300.5
IQR 22.9

Descriptive Statistics

Mean 22.8364
Standard Deviation 45.80197
Variance 2097.8206
Sum 401373.1875
Skewness 2.4965
Kurtosis 6.4376
Coefficient of Variation 2.0057
  • diffuse_rad:W is not normally distributed (p-value 5.920927875992288e-25)
  • diffuse_rad:W has 2818 outliers

diffuse_rad_1h:J

numerical

Approximate Distinct Count 6868
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 82210.8548
Minimum 0
Maximum 1.0611e+06
Zeros 10706
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad_1h:J is skewed right (γ1 = 2.486999988555908)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 80243.1484
95-th Percentile 457945.7031
Maximum 1.0611e+06
Range 1.0611e+06
IQR 80243.1484

Descriptive Statistics

Mean 82210.8548
Standard Deviation 162680.98
Variance 2.6465e+10
Sum 1.4449e+09
Skewness 2.487
Kurtosis 6.3527
Coefficient of Variation 1.9788
  • diffuse_rad_1h:J is not normally distributed (p-value 6.891901756458745e-25)
  • diffuse_rad_1h:J has 2835 outliers

direct_rad:W

numerical

Approximate Distinct Count 1968
Approximate Unique (%) 11.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 25.7254
Minimum 0
Maximum 530.4
Zeros 12776
Zeros (%) 72.7%
Negatives 0
Negatives (%) 0.0%
  • direct_rad:W is skewed right (γ1 = 3.9265999794006348)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.8
95-th Percentile 182.525
Maximum 530.4
Range 530.4
IQR 0.8

Descriptive Statistics

Mean 25.7254
Standard Deviation 79.093155
Variance 6255.7272
Sum 452150.1875
Skewness 3.9266
Kurtosis 15.6944
Coefficient of Variation 3.0745
  • direct_rad:W is not normally distributed (p-value 4.777351518368006e-25)
  • direct_rad:W has 4150 outliers

direct_rad_1h:J

numerical

Approximate Distinct Count 5543
Approximate Unique (%) 31.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 92611.3646
Minimum 0
Maximum 1.8931e+06
Zeros 11955
Zeros (%) 68.0%
Negatives 0
Negatives (%) 0.0%
  • direct_rad_1h:J is skewed right (γ1 = 3.9244000911712646)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 10511.6001
95-th Percentile 639347.5781
Maximum 1.8931e+06
Range 1.8931e+06
IQR 10511.6001

Descriptive Statistics

Mean 92611.3646
Standard Deviation 281194.72
Variance 7.907e+10
Sum 1.6277e+09
Skewness 3.9244
Kurtosis 15.7004
Coefficient of Variation 3.0363
  • direct_rad_1h:J is not normally distributed (p-value 4.9143604656138945e-25)
  • direct_rad_1h:J has 3770 outliers

effective_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 68.3467
Minimum 0
Maximum 100
Zeros 959
Zeros (%) 5.5%
Negatives 0
Negatives (%) 0.0%
  • effective_cloud_cover:p is skewed left (γ1 = -0.7764999866485596)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 42.7
Median 84.3
Q3 99.8
95-th Percentile 100
Maximum 100
Range 100
IQR 57.1

Descriptive Statistics

Mean 68.3467
Standard Deviation 35.4791
Variance 1258.7665
Sum 1.2013e+06
Skewness -0.7765
Kurtosis -0.8698
Coefficient of Variation 0.5191
  • effective_cloud_cover:p is not normally distributed (p-value 6.812140562217486e-24)

elevation:m

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 6.0
2nd row 6.0
3rd row 6.0
4th row 6.0
5th row 6.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • elevation:m has words of constant length

fresh_snow_12h:cm

numerical

Approximate Distinct Count 84
Approximate Unique (%) 0.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.3251
Minimum 0
Maximum 10.3
Zeros 14750
Zeros (%) 83.9%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_12h:cm is skewed right (γ1 = 4.437300205230713)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2.5
Maximum 10.3
Range 10.3
IQR 0

Descriptive Statistics

Mean 0.3251
Standard Deviation 1.0450776
Variance 1.0922
Sum 5713.7002
Skewness 4.4373
Kurtosis 23.5657
Coefficient of Variation 3.2148
  • fresh_snow_12h:cm is not normally distributed (p-value 4.504674731277398e-25)
  • fresh_snow_12h:cm has 2826 outliers

fresh_snow_1h:cm

numerical

Approximate Distinct Count 22
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.02755
Minimum 0
Maximum 3.5
Zeros 16754
Zeros (%) 95.3%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_1h:cm is skewed right (γ1 = 8.521599769592285)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 3.5
Range 3.5
IQR 0

Descriptive Statistics

Mean 0.02755
Standard Deviation 0.15617135
Variance 0.02439
Sum 484.3
Skewness 8.5216
Kurtosis 98.5217
Coefficient of Variation 5.6677
  • fresh_snow_1h:cm is not normally distributed (p-value 4.28490852878157e-25)
  • fresh_snow_1h:cm has 822 outliers

fresh_snow_24h:cm

numerical

Approximate Distinct Count 127
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.6283
Minimum 0
Maximum 15.5
Zeros 13564
Zeros (%) 77.2%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_24h:cm is skewed right (γ1 = 3.6953001022338867)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 4
Maximum 15.5
Range 15.5
IQR 0

Descriptive Statistics

Mean 0.6283
Standard Deviation 1.6538053
Variance 2.7351
Sum 11043.5996
Skewness 3.6953
Kurtosis 17.2385
Coefficient of Variation 2.632
  • fresh_snow_24h:cm is not normally distributed (p-value 4.932403696869414e-25)
  • fresh_snow_24h:cm has 4012 outliers

fresh_snow_3h:cm

numerical

Approximate Distinct Count 41
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.08314
Minimum 0
Maximum 5.2
Zeros 16220
Zeros (%) 92.3%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_3h:cm is skewed right (γ1 = 6.556399822235107)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.4
Maximum 5.2
Range 5.2
IQR 0

Descriptive Statistics

Mean 0.08314
Standard Deviation 0.38273862
Variance 0.1465
Sum 1461.2
Skewness 6.5564
Kurtosis 53.1906
Coefficient of Variation 4.6038
  • fresh_snow_3h:cm is not normally distributed (p-value 4.288981615173224e-25)
  • fresh_snow_3h:cm has 1356 outliers

fresh_snow_6h:cm

numerical

Approximate Distinct Count 59
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.1648
Minimum 0
Maximum 7.9
Zeros 15621
Zeros (%) 88.9%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_6h:cm is skewed right (γ1 = 5.511000156402588)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.9
Maximum 7.9
Range 7.9
IQR 0

Descriptive Statistics

Mean 0.1648
Standard Deviation 0.647239
Variance 0.4189
Sum 2897.2
Skewness 5.511
Kurtosis 36.8652
Coefficient of Variation 3.9265
  • fresh_snow_6h:cm is not normally distributed (p-value 4.426343783189738e-25)
  • fresh_snow_6h:cm has 1955 outliers

is_day:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 1.86 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 1.86 times larger than the second largest value (10)
  • is_day:idx has words of constant length

is_in_shadow:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (1.0) is over 2.28 times larger than the second largest value (0.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (1.0, 0.0) take over 50.0%
  • The largest value (10) is over 2.28 times larger than the second largest value (00)
  • is_in_shadow:idx has words of constant length

msl_pressure:hPa

numerical

Approximate Distinct Count 704
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1009.4082
Minimum 970.7
Maximum 1041.2
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • msl_pressure:hPa is skewed left (γ1 = -0.09950000047683716)

Quantile Statistics

Minimum 970.7
5-th Percentile 985
Q1 999.1
Median 1009.6
Q3 1019.6
95-th Percentile 1032.9
Maximum 1041.2
Range 70.4999
IQR 20.5

Descriptive Statistics

Mean 1009.4082
Standard Deviation 14.342356
Variance 205.7032
Sum 1.7741e+07
Skewness -0.09948
Kurtosis -0.5148
Coefficient of Variation 0.01421

precip_5min:mm

numerical

Approximate Distinct Count 23
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.004077
Minimum 0
Maximum 0.35
Zeros 16799
Zeros (%) 95.6%
Negatives 0
Negatives (%) 0.0%
  • precip_5min:mm is skewed right (γ1 = 6.835700035095215)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.35
Range 0.35
IQR 0

Descriptive Statistics

Mean 0.004077
Standard Deviation 0.021422302
Variance 0.00045892
Sum 71.66
Skewness 6.8357
Kurtosis 59.5251
Coefficient of Variation 5.2542
  • precip_5min:mm is not normally distributed (p-value 4.274709751970996e-25)
  • precip_5min:mm has 777 outliers

precip_type_5min:idx

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 39.43 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 39.43 times larger than the second largest value (10)
  • precip_type_5min:idx has words of constant length

pressure_100m:hPa

numerical

Approximate Distinct Count 696
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 996.3176
Minimum 958.3
Maximum 1028.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_100m:hPa is skewed left (γ1 = -0.09120000153779984)

Quantile Statistics

Minimum 958.3
5-th Percentile 972.2
Q1 986.2
Median 996.4
Q3 1006.3
95-th Percentile 1019.6
Maximum 1028.1
Range 69.8
IQR 20.1

Descriptive Statistics

Mean 996.3176
Standard Deviation 14.189438
Variance 201.3401
Sum 1.7511e+07
Skewness -0.09124
Kurtosis -0.5165
Coefficient of Variation 0.01424

pressure_50m:hPa

numerical

Approximate Distinct Count 699
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1002.5651
Minimum 964.2
Maximum 1034.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_50m:hPa is skewed left (γ1 = -0.09560000151395798)

Quantile Statistics

Minimum 964.2
5-th Percentile 978.3
Q1 992.4
Median 1002.7
Q3 1012.6
95-th Percentile 1025.9
Maximum 1034.5
Range 70.3
IQR 20.2

Descriptive Statistics

Mean 1002.5651
Standard Deviation 14.262833
Variance 203.4284
Sum 1.7621e+07
Skewness -0.09562
Kurtosis -0.5151
Coefficient of Variation 0.01423

prob_rime:p

numerical

Approximate Distinct Count 296
Approximate Unique (%) 1.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.5322
Minimum 0
Maximum 95.3
Zeros 17050
Zeros (%) 97.0%
Negatives 0
Negatives (%) 0.0%
  • prob_rime:p is skewed right (γ1 = 12.411800384521484)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 95.3
Range 95.3
IQR 0

Descriptive Statistics

Mean 0.5322
Standard Deviation 4.566652
Variance 20.8543
Sum 9354.5996
Skewness 12.4118
Kurtosis 185.3576
Coefficient of Variation 8.5801
  • prob_rime:p is not normally distributed (p-value 4.234584929067018e-25)
  • prob_rime:p has 526 outliers

rain_water:kgm2

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 48.16 times larger than the second largest value (0.10000000149011612)

Length

Mean 3.3928
Standard Deviation 2.4747
Median 3
Minimum 3
Maximum 19

Sample

1st row 0.0
2nd row 0.1000000014901161...
3rd row 0.1000000014901161...
4th row 0.1000000014901161...
5th row 0.1000000014901161...

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 42056
  • The top 2 categories (0.0, 0.10000000149011612) take over 50.0%
  • The largest value (00) is over 48.16 times larger than the second largest value (010000000149011612)

relative_humidity_1000hPa:p

numerical

Approximate Distinct Count 751
Approximate Unique (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 72.6328
Minimum 21.5
Maximum 100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • relative_humidity_1000hPa:p is skewed left (γ1 = -0.6345000267028809)

Quantile Statistics

Minimum 21.5
5-th Percentile 47.8
Q1 63.1
Median 74.7
Q3 83.4
95-th Percentile 92.2
Maximum 100
Range 78.5
IQR 20.3

Descriptive Statistics

Mean 72.6328
Standard Deviation 14.001025
Variance 196.0287
Sum 1.2766e+06
Skewness -0.6345
Kurtosis 0.1688
Coefficient of Variation 0.1928
  • relative_humidity_1000hPa:p is not normally distributed (p-value 1.7161700035872502e-09)
  • relative_humidity_1000hPa:p has 167 outliers

sfc_pressure:hPa

numerical

Approximate Distinct Count 702
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1008.8404
Minimum 970.1
Maximum 1040.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sfc_pressure:hPa is skewed left (γ1 = -0.10019999742507935)

Quantile Statistics

Minimum 970.1
5-th Percentile 984.4
Q1 998.6
Median 1009
Q3 1019
95-th Percentile 1032.3
Maximum 1040.9
Range 70.8
IQR 20.4

Descriptive Statistics

Mean 1008.8404
Standard Deviation 14.337588
Variance 205.5664
Sum 1.7731e+07
Skewness -0.1002
Kurtosis -0.5133
Coefficient of Variation 0.01421

snow_density:kgm3

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.1%
Missing 15769
Missing (%) 89.7%
Memory Size 123.5 KB

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 250.0
2nd row 250.0
3rd row 250.0
4th row 250.0
5th row 250.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 7228
  • snow_density:kgm3 has words of constant length

snow_depth:cm

numerical

Approximate Distinct Count 50
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.2136
Minimum 0
Maximum 4.9
Zeros 15769
Zeros (%) 89.7%
Negatives 0
Negatives (%) 0.0%
  • snow_depth:cm is skewed right (γ1 = 3.9200000762939453)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 1.4
Maximum 4.9
Range 4.9
IQR 0

Descriptive Statistics

Mean 0.2136
Standard Deviation 0.7399581
Variance 0.5475
Sum 3753.8003
Skewness 3.92
Kurtosis 15.3652
Coefficient of Variation 3.4646
  • snow_depth:cm is not normally distributed (p-value 4.307372850220177e-25)
  • snow_depth:cm has 1807 outliers

snow_drift:idx

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • snow_drift:idx has words of constant length

snow_melt_10min:mm

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.0005701
Minimum 0
Maximum 0.14
Zeros 17281
Zeros (%) 98.3%
Negatives 0
Negatives (%) 0.0%
  • snow_melt_10min:mm is skewed right (γ1 = 14.769800186157227)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.14
Range 0.14
IQR 0

Descriptive Statistics

Mean 0.0005701
Standard Deviation 0.005620971
Variance 3.1595e-05
Sum 10.02
Skewness 14.7698
Kurtosis 272.0657
Coefficient of Variation 9.8597
  • snow_melt_10min:mm is not normally distributed (p-value 4.238413287041389e-25)

snow_water:kgm2

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.07701
Minimum 0
Maximum 3.2
Zeros 12396
Zeros (%) 70.5%
Negatives 0
Negatives (%) 0.0%
  • snow_water:kgm2 is skewed right (γ1 = 4.687399864196777)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1
95-th Percentile 0.4
Maximum 3.2
Range 3.2
IQR 0.1

Descriptive Statistics

Mean 0.07701
Standard Deviation 0.18958052
Variance 0.03594
Sum 1353.5
Skewness 4.6874
Kurtosis 32.2769
Coefficient of Variation 2.4618
  • snow_water:kgm2 is not normally distributed (p-value 4.884116389612037e-24)
  • snow_water:kgm2 has 1703 outliers

sun_azimuth:d

numerical

Approximate Distinct Count 17107
Approximate Unique (%) 97.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 179.6774
Minimum 0.013
Maximum 359.991
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sun_azimuth:d is skewed right (γ1 = 0.0007999999797903001)

Quantile Statistics

Minimum 0.013
5-th Percentile 21.5748
Q1 94.6692
Median 179.5105
Q3 264.5698
95-th Percentile 337.8537
Maximum 359.991
Range 359.978
IQR 169.9005

Descriptive Statistics

Mean 179.6774
Standard Deviation 100.14395
Variance 10028.811
Sum 3.158e+06
Skewness 0.00082722
Kurtosis -1.1523
Coefficient of Variation 0.5574

sun_elevation:d

numerical

Approximate Distinct Count 15700
Approximate Unique (%) 89.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean -10.6924
Minimum -50.004
Maximum 41.195
Zeros 1
Zeros (%) 0.0%
Negatives 11438
Negatives (%) 65.1%
  • sun_elevation:d is skewed right (γ1 = 0.07940000295639038)

Quantile Statistics

Minimum -50.004
5-th Percentile -45.3992
Q1 -28.2108
Median -9.93
Q3 4.489
95-th Percentile 26.4312
Maximum 41.195
Range 91.199
IQR 32.6998

Descriptive Statistics

Mean -10.6924
Standard Deviation 21.688938
Variance 470.41
Sum -187928.9688
Skewness 0.07944
Kurtosis -0.7838
Coefficient of Variation -2.0285

super_cooled_liquid_water:kgm2

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.03256
Minimum 0
Maximum 0.9
Zeros 14266
Zeros (%) 81.2%
Negatives 0
Negatives (%) 0.0%
  • super_cooled_liquid_water:kgm2 is skewed right (γ1 = 3.220599889755249)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.2
Maximum 0.9
Range 0.9
IQR 0

Descriptive Statistics

Mean 0.03256
Standard Deviation 0.08163047
Variance 0.006664
Sum 572.2
Skewness 3.2206
Kurtosis 12.3935
Coefficient of Variation 2.5074
  • super_cooled_liquid_water:kgm2 is not normally distributed (p-value 1.248442720303045e-24)
  • super_cooled_liquid_water:kgm2 has 3310 outliers

t_1000hPa:K

numerical

Approximate Distinct Count 263
Approximate Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 274.7227
Minimum 259.7
Maximum 285.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • t_1000hPa:K is skewed left (γ1 = -0.2272000014781952)

Quantile Statistics

Minimum 259.7
5-th Percentile 266.7
Q1 271.8
Median 274.7
Q3 277.8
95-th Percentile 282.3
Maximum 285.9
Range 26.2
IQR 6

Descriptive Statistics

Mean 274.7227
Standard Deviation 4.6392756
Variance 21.5229
Sum 4.8285e+06
Skewness -0.2272
Kurtosis 0.01365
Coefficient of Variation 0.01689
  • t_1000hPa:K is not normally distributed (p-value 0.00022080834302673957)
  • t_1000hPa:K has 178 outliers

total_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 73.7607
Minimum 0
Maximum 100
Zeros 956
Zeros (%) 5.4%
Negatives 0
Negatives (%) 0.0%
  • total_cloud_cover:p is skewed left (γ1 = -1.0551999807357788)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 49.1
Median 97.1
Q3 100
95-th Percentile 100
Maximum 100
Range 100
IQR 50.9

Descriptive Statistics

Mean 73.7607
Standard Deviation 35.812218
Variance 1282.5149
Sum 1.2964e+06
Skewness -1.0552
Kurtosis -0.4821
Coefficient of Variation 0.4855
  • total_cloud_cover:p is not normally distributed (p-value 1.8751299390636935e-24)

visibility:m

numerical

Approximate Distinct Count 17309
Approximate Unique (%) 98.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 33458.0792
Minimum 190.5
Maximum 68498.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • visibility:m is skewed left (γ1 = -0.10809999704360962)

Quantile Statistics

Minimum 190.5
5-th Percentile 5706.975
Q1 19838.0005
Median 34456.8008
Q3 47726.2266
95-th Percentile 58843.2754
Maximum 68498.5
Range 68308
IQR 27888.2261

Descriptive Statistics

Mean 33458.0792
Standard Deviation 16935.8
Variance 2.8682e+08
Sum 5.8806e+08
Skewness -0.1081
Kurtosis -1.0822
Coefficient of Variation 0.5062
  • visibility:m is not normally distributed (p-value 0.001421887878406258)

wind_speed_10m:ms

numerical

Approximate Distinct Count 103
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 3.1835
Minimum 0.1
Maximum 10.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • wind_speed_10m:ms is skewed right (γ1 = 0.7533000111579895)

Quantile Statistics

Minimum 0.1
5-th Percentile 0.9
Q1 1.7
Median 2.9
Q3 4.3
95-th Percentile 6.6
Maximum 10.5
Range 10.4
IQR 2.6

Descriptive Statistics

Mean 3.1835
Standard Deviation 1.7909116
Variance 3.2074
Sum 55953.9023
Skewness 0.7533
Kurtosis 0.1923
Coefficient of Variation 0.5626
  • wind_speed_10m:ms is not normally distributed (p-value 0.007937144571637019)
  • wind_speed_10m:ms has 164 outliers

wind_speed_u_10m:ms

numerical

Approximate Distinct Count 174
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean -0.0152
Minimum -7.2
Maximum 10.1
Zeros 211
Zeros (%) 1.2%
Negatives 9512
Negatives (%) 54.1%
  • wind_speed_u_10m:ms is skewed right (γ1 = 0.5735999941825867)

Quantile Statistics

Minimum -7.2
5-th Percentile -4.3
Q1 -2.2
Median -0.3
Q3 1.6
95-th Percentile 5.9
Maximum 10.1
Range 17.3
IQR 3.8

Descriptive Statistics

Mean -0.0152
Standard Deviation 3.0612016
Variance 9.371
Sum -267.1005
Skewness 0.5736
Kurtosis -0.09163
Coefficient of Variation -201.4361
  • wind_speed_u_10m:ms has 264 outliers

wind_speed_v_10m:ms

numerical

Approximate Distinct Count 122
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.9262
Minimum -5.3
Maximum 6.8
Zeros 296
Zeros (%) 1.7%
Negatives 4742
Negatives (%) 27.0%
  • wind_speed_v_10m:ms is skewed left (γ1 = -0.08169999718666077)

Quantile Statistics

Minimum -5.3
5-th Percentile -2.1
Q1 -0.2
Median 1
Q3 2
95-th Percentile 3.8
Maximum 6.8
Range 12.1
IQR 2.2

Descriptive Statistics

Mean 0.9262
Standard Deviation 1.7650203
Variance 3.1153
Sum 16278.3984
Skewness -0.0817
Kurtosis 0.2359
Coefficient of Variation 1.9057
  • wind_speed_v_10m:ms is not normally distributed (p-value 0.0030018372562981596)
  • wind_speed_v_10m:ms has 263 outliers

wind_speed_w_1000hPa:ms

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.2 MB
  • The largest value (-0.0) is over 2.9 times larger than the second largest value (0.0)

Length

Mean 3.7439
Standard Deviation 0.4365
Median 4
Minimum 3
Maximum 4

Sample

1st row -0.0
2nd row -0.0
3rd row -0.0
4th row -0.0
5th row -0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 13074
Decimal Number 35152
  • The top 2 categories (-0.0, 0.0) take over 50.0%

Interactions

Correlations

Missing Values